Multivariate Statistical Analysis Uncovers Spectrum–Effect Relationship between HPLC Fingerprints and Antioxidant Activity of Saffron by Ya You, Zijin Xu, Qingrou Zhong, Lin Zhu, Susu Lin, Qiaoqiao Li, Yifeng Cao, Yi Tao, Suhong Chen, Ping Wang

“…The fingerprints of 21 batches of saffron collected from different regions were assessed, and the data were further analyzed by chemometric methods, including similarity analysis, hierarchical clustering analysis, principal component analysis, and orthogonal partial least squares discriminant analysis. …”
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Analysis of Socio-Economic Dimensions of Sustainable Development Based on Creative Tourism (Case Study: Zabol City) by Elahe Nekouei, Mahmoud Reza Anvari, Maryam Karimian Bostani

“…Finally, the results of the F-ARAS model showed that, among the economic components affected by creative tourism, employment and among the social components, participation, have been assigned the highest points.…”
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Pulse Diagnosis Signals Analysis of Fatty Liver Disease and Cirrhosis Patients by Using Machine Learning by Wang Nanyue, Yu Youhua, Huang Dawei, Xu Bin, Liu Jia, Li Tongda, Xue Liyuan, Shan Zengyu, Chen Yanping, Wang Jia

“…To compare the signals of pulse diagnosis of fatty liver disease (FLD) patients and cirrhosis patients. Methods. After collecting the pulse waves of patients with fatty liver disease, cirrhosis patients, and healthy volunteers, we do pretreatment and parameters extracting based on harmonic fitting, modeling, and identification by unsupervised learning Principal Component Analysis (PCA) and supervised learning Least squares Regression (LS) and Least Absolute Shrinkage and Selection Operator (LASSO) with cross-validation step by step for analysis. …”
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Assessing Compliance with Indigenous Self-Determination Standards: A Comparative Analysis of Chile, Colombia, and Mexico by Martha Angélica Ramírez Salazar, Omar Alejandro Guirette Barbosa, Selene Castañeda-Burciaga, Leticia I. García Estrada, Juvenal Villanueva-Maldonado, José M. Celaya-Padilla

“…Once the degree of self-determination is understood, a multivariate analysis technique (Principal Component Analysis) will be used to compare the level of progress by country. …”
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Psycholinguistics Analysis of Schizophrenia Spectrum Disorders Patients’ Writing and Oral Speech (on the Example of the Autobiographical Texts) by E. M. Akhmetzyanova, I. A. Tregubenko

“…Methods: expert assessment, anamnestic assessment, experimental-psychological (tests of thinking, collect memories), linguistic analysis, statistical analysis.Results. …”
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Current perspectives and trends in colorectal cancer and cancer-associated fibroblasts: a review and bibliometric analysis by Chengyong Qian, Lingling Ren, Shuyuan Zhu, Fangling Chen, Haiping Shen, Xiangcheng Hu, Guanglan Chen

“…However, there are no comprehensive statistics on CRC or CAFs, and the potential directions for research.MethodsThe study performed a literature review spanning from January 1, 2004, to March 27, 2025, within the Web of Science Core Collection Database. VOSviewer and CiteSpace software were used to perform bibliometric analysis and visualization. …”
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Chemical Composition Analysis of the Patented Naoxueshuan Formula Based on UPLC-Q-TOF MS and GC-MS by Chang LIU, Hui-qin WU, Jiang-bo QI, Hong-ling LIANG, Zhi-hua LIU, Hua-qiang HUANG, Su-ming YANG, Xi ZHOU, Fang HUANG, Hui-tai LUO

“…The mobile phase was comprised of 0.1% formic acid solution and acetonitrile with the flow rate of 0.3 mL/min. MS data was collected under positive and negative ion modes. For GC-MS analysis, the Agilent DB-5MS capillary column (30 m×0.25 mm, 0.25 μm) was employed to analyze the volatile components of the decoction of Naoxueshuan formula. …”
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Analysis of different IDS-based machine learning models for secure data transmission in IoT networks by Gladić Dejana, Petrovački Jelena, Sladojević Srdan, Arsenović Marko, Ristić Sonja

“…The study examines preprocessing techniques, focusing on dimensionality reduction (principal component analysis, variance inflation factor, Pearson’s test), outlier detection (interquartile range, Z-score, Isolation Forest), and transformation methods (Box–Cox, RobustScaler, Winsorization). …”
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Genome-wide association analysis of Mexican bread wheat landraces for resistance to yellow and stem rust. by Prashant Vikram, Deepmala Sehgal, Achala Sharma, Sridhar Bhavani, Priyanka Gupta, Mandeep Randhawa, Neftali Pardo, Daisy Basandra, Puja Srivastava, Sanjay Singh, Tanvi Sood, Carolina Paola Sansaloni, Hifzur Rahman, Sukhwinder Singh

“…The landrace core set showed a continuous variation for yellow (YR) and stem rust (SR) disease severity. Principal component analysis differentiated Mexican landraces into three groups based on their respective collection sites. …”
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A Fuzzy Neural Network Approach for Nanomaterials Analysis in Nanoelectronics Under Fuzzy Credibility Information by Ihsan Ullah, Saleem Abdullah, Marya Nawaz, Hameed Gul Ahmadzai

“…Abstract Nanomaterials are a key component of nanoelectronics and selecting the most suitable nanomaterial for nanoelectronics remains a significant challenge for companies. …”
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Low-density SNP marker sets for genetic variation analysis and variety identification in cultivated citrus by Phuong Linh Nguyen, Jin-Kee Jung, Jee-Soo Park, Sung-Chur Sim

“…Of these, a core set of 481 SNPs was filtered based on polymorphism information content and genome distribution. Both principal component analysis (PCA) and model-based clustering showed genetic differentiation between C. unshiu and C. sinensis. …”
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Lessons from the similarities and differences in fluid resuscitation between burns and sepsis: a bibliometric analysis by Dongxu Zhou, LuLu He, Wei Shi, Penglin Ma

“…In this bibliometric analysis, we compared the similarities and differences in fluid resuscitation between sepsis and burns in recent publications.MethodsLiteratures related to fluid resuscitation in either sepsis or burns were searched in the Web of Science database Core Collection from January 1, 1992, to December 31, 2022. …”
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Analysis of Streptococcus dysgalactiae subspecies equisimilis gene transcripts during experimental primate necrotizing myositis by Jesus M. Eraso, Randall J. Olsen, S. Wesley Long, Ahmad Faili, Samer Kayal, James M. Musser

“…To address this gap, we performed RNAseq analysis to examine SDSE gene transcript levels during experimental necrotizing myositis infection in non-human primates, animals phylogenetically closely related to humans. …”
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Belonging: a meta-theme analysis of women’s community-making in group antenatal and postnatal care by Anna Horn, Marsha Orgill, Deborah L. Billings, Deborah L. Billings, Wiedaad Slemming, Astrid Van Damme, Mathilde Crone, Malibongwe Gwele, Nathalie Leister, Ashna D. Hindori-Mohangoo, Katrien Beeckman, Susan Bradley, Manodj P. Hindori, Jedidia Abanga, Julia Ryan, Hana Bucinca, Christine McCourt

“…Results from this analysis expose that women actively participate in community building in group care in three key ways: (1) Collective agreements, (2) Boundary setting and (3) Care Gestures, orchestrated via socio-spatial building embedded in key pillars of the model. …”
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Impact of Marketing, Sales and Innovations on Business Performance Analysis in Intellectual Capital Research: Latvia, Estonia and Lithuania

“…Intellectual capital components’ meta system has exploded in the past decade following the four decades of intellectual capital research evolution, followed by wide discussions on definitions, measurements, reporting, impact analysis, etc. …”
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Analysis of Blood Utilization Practices and Quality Indicators in a South Indian Teaching Hospital in Puducherry, India by Purshotam Paudel, Pammy Sinha, A. Manoharan, Pooja Shri Jayakumar

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Probabilistic Neural Network and Fuzzy Cluster Analysis Methods Applied to Impedance-Based SHM for Damage Classification by Lizeth Vargas Palomino, Valder Steffen, Roberto Mendes Finzi Neto

“…The impedance signals are collected from patches of piezoelectric material bonded on the surface of the structure (or embedded). …”
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Analysis of MRI imaging characteristics in 10 cases of adult granulosa cell tumor with normal estrogen levels by Wei Weng, Yaomeng Chen, Ze Liu, Weiqian Chen, Jiejie Hu, Huihui Chen, Xindian Pan, Hai Wu, Xinle Chi

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Differential analysis of volatile flavor substances in 'Vidal' dry white wines from Wuhan, Ningxia regions by HOU Yujun, YU Zhongmou, ZHOU Huimin, MENG Lin, LIAO Xiaoli, XIN Haiping

“…The differences of volatile flavor substances in 'Vidal' dry white wines from Wuhan and Ningxia regions collected in 2022 were analyzed by HS-SPME and GC-MS. …”
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Hazard Analysis for Massive Civil Aviation Safety Oversight Reports Using Text Classification and Topic Modeling by Yaxi Xu, Zurui Gan, Rengang Guo, Xin Wang, Ke Shi, Pengfei Ma

“…There are massive amounts of civil aviation safety oversight reports collected each year in the civil aviation of China. …”
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